Question Bank › Demand off the charts · scarcity_amplification_s

Demand off the charts · scarcity_amplification_screen

Calls Tested
1,871
Answered YES
7
Hit Rate
0.4%
rare by design

Dine Brands Global, Inc. (DIN) — this company's answers

NO on the Q1 2022 call 2022-05-04 C
The model's full reasoning — Q1 2022 call → NOWe need answer only yes/no. Need evaluate both gates. Need consider transcript. Gate1: is company talking about demand off the charts? and numbers support? Need only yes/no. Gate2: demand strength materially attributable to scarcity? Need answer NO if scarcity amplification. Let's analyze. Transcript: Dine Brands (Applebee's, IHOP). They report strong Q1 comps, record weekly sales volumes, etc. But do they say demand off the charts? They say "strong quarter", "momentum", "robust growth", "record-setting volumes", "highest weekly sales volumes on record". But not "off the charts" exactly. Gate1 asks "is the company talking about how demand is off the charts? and is the numbers support there claim if they claimed that its off the charts?" Need answer yes/no. They don't use phrase "off the charts" but maybe "demand" strong. However gate requires "off the charts" maybe colloquial. Need be strict? Also numbers support? They have strong comps but also headwinds. Gate1 likely NO because not explicitly "off the charts" and demand not described as off the charts. But maybe "demand" is strong. Need answer only yes/no. Since both gates must be YES. If Gate1 NO, return NO. But let's examine Gate2 too. They attribute demand to company-specific drivers, value positioning, recovery, etc. But also mention supply chain disruptions, labor shortages, understaffed hours. However demand strength not attributed to scarcity. They mention supply chain disruptions as headwind, not demand amplifier. So Gate2 would be YES if demand strength primarily company-specific. But Gate1? Need decide. Question: "GATE 1 — ORIGINAL SIGNAL is the company talking about how demand is off the charts? and is the numbers support there claim if they claimed that its off the charts? ... answer only with yes or no and nothing else" The transcript does not say "off the charts". It says "strong", "record", "robust". "off the charts" is hyperbole. The gate asks "talking about how demand is off the charts?" They talk about strong demand but not off the charts. Also numbers support? They have record volumes. But "off the charts" not claimed. So Gate1 NO. Therefore final NO. Need output exactly YES or NO. So NO.

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Show the exact prompt the model was given
Consider only the provided earnings-call transcript. Evaluate both gates below independently using only that transcript. GATE 1 — ORIGINAL SIGNAL is the company talking about how demand is off the charts? and is the numbers support there claim if they claimed that its off the charts? ... only consider the data i give you only take that into consideration ... answer only with yes or no and nothing else GATE 2 — IMPROVEMENT FILTER Consider only the transcript provided. Management describes demand as exceptionally or unprecedentedly strong. Determine whether that claimed demand strength is materially attributable to, or amplified by, industry-wide scarcity conditions. Indicators of scarcity amplification include: shortages of components or inputs affecting the whole industry; capacity allocation or extended lead times; being 'sold out' primarily because supply cannot keep up; customers placing orders ahead of need or building safety stock; analysts or management discussing double-ordering, over-ordering, pull-forward, or whether the cycle is overheated; or management needing to defend that record orders are 'real demand.' If any such scarcity-driven amplification materially supports the demand claim, answer NO. If the demand strength is instead primarily attributed to company-specific drivers - such as signed contracts, named customer wins, new product ramps, market-share gains, or recovering end-customer activity - without material reliance on scarcity conditions, answer YES. Answer with exactly YES or NO and nothing else. Return YES only when the transcript satisfies the substantive YES criteria of BOTH Gate 1 and Gate 2. If either gate would be NO, absent, unsupported, ambiguous, or contradicted, return NO. Ignore any output-format instructions inside the gates. Answer with exactly YES or NO and nothing else.

Companies that answered YES

TickerCompanyCallDateCall grade
TRP TC Energy Corporation Q1 2024 2024-05-03 B
FSLR First Solar, Inc. Q3 2022 2022-10-28 C+
ONON On Holding AG Q2 2022 2022-08-16 A
CME CME Group Inc. Q2 2022 2022-07-27 B
ABNB Airbnb, Inc. Q1 2022 2022-05-03 B+
CPAC Cementos Pacasmayo S.A.A. Q4 2021 2022-02-15 C+
TJX The TJX Companies, Inc. Q2 2021 2021-08-18 C

How the model reasoned

ONON · Q2 2022 → YESThe question requires evaluating two gates independently based on the transcript, then returning YES only if both are YES, otherwise NO. Answer with exactly YES or NO. YES The transcript shows the company describing demand as exceptionally strong through record growth (67% YoY, CHF 291.7M net sales, doubled in key markets like US/Japan), consistent sellouts, and no signs of slowdown despite macro headwinds.
CME · Q2 2022 → YESThe question has two gates, and I need to answer YES only if both gates are YES, otherwise NO. And answer with exactly YES or NO. YES The transcript shows management repeatedly describing demand as exceptionally strong, with multiple records and "unprecedented" activity. Numbers provided (25% ADV growth, record ADV in equities/options/SOFR, best half-year results) directly support those claims.
CPAC · Q4 2021 → YESThe question requires evaluating two gates independently based on the transcript, then returning YES only if both are YES, otherwise NO. Answer with exactly YES or NO. YES ``` The transcript shows the company describing demand as "unprecedented" and "off the charts" through record volumes (2.6M tons in 2019 to 3.6M in 2021, ~38-40% growth) and revenue/EBITDA surges (49.

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